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Ml Dl ScriptsThe repository provides usefull python scripts for ML and data analysis
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Code ChallengesBuilt for //BUILD 2017; this repo contains 15 minutes code challenges across data platform and analytics. Inclusive of; SQL Server on Linux, Azure SQL Database, Azure DocumentDB, Azure Search, HDInsight, MySQL as a Service, PostgreSQL as a Service, Bot Framework, Python Tools for Visual Studio, R Tools for Visual Studio. Get challenged, learn new stuff, fork the repo, contribute to the repo, and get a sneak peak the exciting world of Microsoft products and services.
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MagfaceMagFace: A Universal Representation for Face Recognition and Quality Assessment
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Trimap generatorGenerating automatic trimap through pixel dilation and strongly-connected-component algorithms
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Pytorch RlTutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
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Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
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Learn Machine Learning In Two MonthsNhững kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
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Bayes By BackpropPyTorch implementation of "Weight Uncertainty in Neural Networks"
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Research publicQuantitative research and educational materials
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Chatbot RetrievalDual LSTM Encoder for Dialog Response Generation
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Yolov3 Point从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)
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DepyDePy 2015 Talk
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Reinforcementlearning AtarigamePytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
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Yolo Object DetectionYOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.
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